End-User Development for Artificial Intelligence: A Systematic Literature Review

04/14/2023
by   Andrea Esposito, et al.
0

In recent years, Artificial Intelligence has become more and more relevant in our society. Creating AI systems is almost always the prerogative of IT and AI experts. However, users may need to create intelligent solutions tailored to their specific needs. In this way, AI systems can be enhanced if new approaches are devised to allow non-technical users to be directly involved in the definition and personalization of AI technologies. End-User Development (EUD) can provide a solution to these problems, allowing people to create, customize, or adapt AI-based systems to their own needs. This paper presents a systematic literature review that aims to shed the light on the current landscape of EUD for AI systems, i.e., how users, even without skills in AI and/or programming, can customize the AI behavior to their needs. This study also discusses the current challenges of EUD for AI, the potential benefits, and the future implications of integrating EUD into the overall AI development process.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
04/04/2019

A Systematic Literature Review about the impact of Artificial Intelligence on Autonomous Vehicle Safety

Autonomous Vehicles (AV) are expected to bring considerable benefits to ...
research
11/15/2021

A Survey on AI Assurance

Artificial Intelligence (AI) algorithms are increasingly providing decis...
research
06/20/2022

Ethics in AI through the Developer's Prism: A Socio-Technical Grounded Theory Literature Review and Guidelines

The term 'ethics' is widely used, explored, and debated in the context o...
research
05/10/2019

Integrating Artificial Intelligence into Weapon Systems

The integration of Artificial Intelligence (AI) into weapon systems is o...
research
01/29/2020

On the Convergence of Artificial Intelligence and Distributed Ledger Technology: A Scoping Review and Future Research Agenda

Developments in Artificial Intelligence (AI) and Distributed Ledger Tech...
research
10/14/2022

Pseudo AI Bias

Pseudo Artificial Intelligence bias (PAIB) is broadly disseminated in th...
research
06/09/2023

More than programming? The impact of AI on work and skills

This chapter explores the ways in which organisational readiness and sci...

Please sign up or login with your details

Forgot password? Click here to reset